{"id":"W4366393266","doi":"10.3389/fmars.2023.1116638","title":"Categorisation of the length of bowhead whales from British Arctic whaling records","year":2023,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada; Bundesministerium für Bildung und Forschung; Natural Environment Research Council; Sight Research UK; UK Research and Innovation","keywords":"Whaling; Arctic; Whale; Oceanography; Geography; Fishery; Geology; Archaeology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004556713,0.0001810075,0.0001855869,0.003568267,0.000550323,0.0007822615,0.0004265365,0.0002382808,0.001724166],"category_scores_gemma":[0.00210287,0.0001665238,0.0002189678,0.00268519,0.0003464289,0.000395496,0.0006626668,0.0001815906,0.0005027226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007590059,"about_ca_system_score_gemma":0.0004749736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2495007,"about_ca_topic_score_gemma":0.4544199,"domain_scores_codex":[0.9994819,0.00005184288,0.00007304363,0.0001034729,0.0001772388,0.0001125478],"domain_scores_gemma":[0.9983478,0.000270517,0.0004457186,0.0001025214,0.0005820731,0.0002514085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007036221,0.000005690076,0.987177,0.00004872899,0.00004164134,0.00009518852,0.001956337,0.00005569538,0.001139248,0.00005808562,0.0004569221,0.008895155],"study_design_scores_gemma":[4.627181e-7,0.000009398502,0.9982511,0.0000148487,0.000007556,0.00005138703,0.0009957593,0.00003347503,0.00005848636,0.000005279845,0.0005699882,0.000002090029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996308,0.0004599128,0.00009369546,0.00002002369,0.0000093095,0.000007745586,0.001617233,0.000007410666,0.001476725],"genre_scores_gemma":[0.9942337,0.0005551432,0.0002308397,0.00001649038,0.000007263316,0.00002163122,0.003822255,0.000007095684,0.001105649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2495007,"threshold_uncertainty_score":0.496097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008463599240701404,"score_gpt":0.1981620541005049,"score_spread":0.1896984548598035,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}